Mental Illness in the 2 Years Prior to Pregnancy in a Population With Traumatic Brain Injury: A Cross-Sectional Study: La maladie mentale dans les deux ans précédant une grossesse dans une population souffrant de lésion cérébrale traumatique : une étude transversale.

OBJECTIVE: Existing studies, in mostly male samples such as veterans and athletes, show a strong association between traumatic brain injury (TBI) and mental illness. Yet, while an understanding of mental health before pregnancy is critical for informing preconception and perinatal supports, there are no data on the prevalence of active mental illness before pregnancy in females with TBI. We examined the prevalence of active mental illness ≤2 years before pregnancy (1) in a population with TBI, and (2) in subgroups defined by sociodemographic, health, and injury-related characteristics, all compared to those without TBI. METHOD: This population-based cross-sectional study was completed in Ontario, Canada, from 2012 to 2020. Modified Poisson regression generated adjusted prevalence ratios (aPRs) of active mental illness ≤2 years before pregnancy in 15,585 females with TBI versus 846,686 without TBI. We then used latent class analysis to identify subgroups with TBI according to sociodemographic, health, and injury-related characteristics and subsequently compared them to females without TBI on their outcome prevalence. RESULTS: Females with TBI had a higher prevalence of active mental illness ≤2 years before pregnancy than those without TBI (44.1% vs. 25.9%; aPR 1.46, 95% confidence interval, 1.43 to 1.49). There were 3 TBI subgroups, with Class 1 (low-income, past assault, recent TBI described as intentional and due to being struck by/against) having the highest outcome prevalence. CONCLUSIONS: Females with TBI, and especially those with a recent intentional TBI, have a high prevalence of mental illness before pregnancy. They may benefit from mental health screening and support in the post-injury, preconception, and perinatal periods. PLAIN LANGUAGE TITLE: Mental illness in the 2 years before pregnancy in a population with traumatic brain injury. PLAIN LANGUAGE SUMMARY: Research has shown a strong association between traumatic brain injury (TBI) and mental illness. Most previous studies have been conducted in primarily male samples, like veterans and professional athletes. Understanding mental health before pregnancy is important for deciding what supports people need before and during pregnancy. However, there are no studies on the frequency of mental illness in females with TBI before a pregnancy. We examined the frequency of mental illness 2 years before pregnancy in a population with TBI, and in subgroups defined by different social, health, and injury-related characteristics, compared to those without TBI. We undertook a population-wide study of all females with and without TBI in Ontario, Canada, with a birth in 2012-2020. We used statistical models to compare these groups on the presence of mental illness in the 2 years before pregnancy, before and after accounting for social and health characteristics. We also identified subgroups with TBI according to their social (e.g., poverty), health (e.g., chronic conditions), and injury-related characteristics (e.g., cause of injury) and subsequently compared them to females without TBI on their frequency of mental illness in the 2 years before pregnancy. Forty-four percent of females with TBI had mental illness in the 2 years before pregnancy compared to 25% of those without TBI. There were 3 TBI subgroups. Females with low-income, past assault, and injuries that were described as being intentional had the highest frequency of mental illness in the 2 years before pregnancy. Females with TBI may benefit from mental health screening and support post-injury and around the time of pregnancy.

Efficacy of restitutive interventions for oculomotor deficits in adults with mild traumatic brain injury: a systematic review and meta-analysis.

BACKGROUND: Mild traumatic brain injury (mTBI) can cause persistent symptoms suggestive of oculomotor deficits. This research synthesized evidence on restitutive interventions for reducing oculomotor deficits in adults with mTBI to understand if these interventions have clinical utility for improving recovery. METHODS: Medline, EMBASE, CINHAL, PsychInfo, and Scopus, databases were searched for experimental studies published in English. We rated risk of bias (RoB) using recommended tools, and the certainty of the evidence according to GRADE guidelines. We conducted meta-analyses for similar outcomes reported in at least two studies. RESULTS: Out of 5,328 citations, 12 studies (seven case series and five crossover design), with a combined sample size of 354 participants; (43% males) met the inclusion criteria and were analyzed. The analysis revealed a trend toward improvement of oculomotor deficits and visual tasks in response to restitutive intervention. None of the studies addressed sex or gender effects. All studies had high RoB, suggesting low certainty in the reported results. DISCUSSION: Restitutive interventions may be beneficial for adults with oculomotor deficits after mTBI, however overall certainty of the evidence remains low. Future efforts must include enhancing attention to study methodology and reporting, sex and gender analyses, and reaching a consensus on outcome measures. PROSPERO REGISTRATION NUMBER: CRD42022352276.

Sex and Gender Reporting in Rehabilitation Research: A Commentary.

Although many funding agencies have mandated sex and gender considerations in grant proposals, the integration of these considerations may not be consistently integrated in the reporting phase. Increasingly more journals are however mandating requirements in the process of peer review and reporting. This commentary provides a rationale, context, and resources for authors in the rehabilitation field regarding sex and gender considerations in scientific reporting to ultimately aim to improve science and equity in our research.

Utility of Person-Environment-Occupation model in exploring sex-specific causes of work-related traumatic brain injury: a retrospective chart review.

BACKGROUND: Work-related traumatic brain injury (wr-TBI) is on the rise. The pre-injury period, a significant consideration for preventive initiatives, is largely unexplored. OBJECTIVES: To identify Person-Environment-Occupation (PEO) variables associated with wr-TBI to inform sex-specific primary prevention. METHODS: Retrospective chart review data were analyses. Two-tailed t-test and chi-squared tests were used to study sex differences. Multivariate logistic regression models of wr-TBI were fit with a priori defined PEO variables. RESULTS: The sample comprised 330 consecutive workers with wr-TBI (40.8 ± 11.1 years old, 71% male). Sex differences were observed across PEO variables. In multivariable logistic regression analyses the odds of sustaining a wr-TBI from a fall increased with the presence of a mood disorder and participation in non-labourer occupations (odds ratio (OR) 2.89 (95% CI 1.06-7.89) and OR 2.89 (95% CI 1.06-7.89), respectively) and decreased being a male (OR 0.31 (95% CI 0.17-0.54)). The odds of sustaining a wr-TBI from being striken by an object was greater in workers with prior head injury (OR 2.8 (95% CI 1.24-6.45)). None of the variables studied were associated with wr-TBI sustained from being striken against an object. CONCLUSIONS: Workers' health status pre-injury is associated with external causes of wr-TBI. Sex differences across PEO categories warrant further study.

Exploring a peer-based physical activity program in the community for adults with moderate-to-severe traumatic brain injury.

PRIMARY OBJECTIVE: To explore the experiences of program mentors, participants, and employees involved in a peer-based physical activity (PA) program for adults with moderate-to-severe TBI, being piloted by a community fitness center, to develop the program as a measurable intervention. RESEARCH DESIGN: We adopted an exploratory case study approach through an interpretivist paradigm, which focused on discovering realities about the peer-based PA program across the study participants' views, backgrounds, and experiences. METHODS AND PROCEDURES: Semi-structured focus groups and individual interviews were conducted with nine adult program participants (3 peer mentors, 6 participants), and three program employees. Inductive content analysis was used to develop themes about their perceived experiences. MAIN OUTCOMES AND RESULTS: 44 open-codes were grouped into 10 subthemes and three final themes: 1) program impacts identified the importance of the program in daily life and resulting psychological, physical, and social outcomes; 2) program characteristics highlighted program leaders, accessibility, and social inclusion; 3) program sustainability included program adherence, benefits for the center, and the program's future. CONCLUSIONS: Perceptions of program experiences and outcomes identified how peer-based PA for adults with moderate-to-severe TBI can lead to meaningful activities, functioning better, and buy-in from all parties. Implications for research and practice related to supporting health-related behaviors after TBI through group-based, autonomy-supporting approaches are discussed.

Sex-specific analysis of traumatic brain injury events: applying computational and data visualization techniques to inform prevention and management.

BACKGROUND: The interplay of host, agent, and environment implicated in traumatic brain injury (TBI) events is difficult to account for in hypothesis-driven research. Data-driven analysis of injury data can enable insight into injury events in novel ways. This research dissected complex and multidimensional data at the time of the TBI event by exploiting data mining and information visualization methods. METHODS: We drew upon population-based decade-long health administrative data collected through the routine operation of the publicly funded health system in Ontario, Canada. We applied a computational approach to categorize health records of 235,003 patients with TBI versus the same number of reference patients without TBI, individually matched based on sex, age, place of residence, and neighbourhood income quantile. We adopted the basic concepts of the Haddon Matrix (host, agent, environment) to organize emerging factors significantly related to TBI versus non-TBI events. To explore sex differences, the data of male and female patients with TBI were plotted on heatmaps and clustered using hierarchical clustering algorithms. RESULTS: Based on detected similarities, the computational technique yielded 34 factors on which individual TBI-event codes were loaded, allowing observation of a set of definable patterns within the host, the agent, and the environment. Differences in the patterns of host, agent and environment were found between male and female patients with TBI, which are currently not identified based on data from injury surveillance databases. The results were internally validated. CONCLUSIONS: The study outlines novel areas for research relevant to TBI and offers insight into how computational and visual techniques can be applied to advance the understanding of TBI event. Results highlight unique aspects of sex differences of the host and agent at the injury event, as well as differences in exposure to adverse social and environmental circumstances, which can be a function of gender, aiding in future studies of injury prevention and gender-transformative care.

Addressing the Shadow Pandemic: COVID-19 Related Impacts, Barriers, Needs, and Priorities to Health Care and Support for Women Survivors of Intimate Partner Violence and Brain Injury.

Intimate partner violence (IPV) affects 1 in 3 women and has intensified during the COVID-19 pandemic. Although most injuries are to the head, face, and neck, leaving survivors vulnerable to sustaining traumatic brain injury (TBI), the intersection of IPV and TBI remains largely unrecognized. This article reports on COVID-19-related effects, barriers, needs, and priorities to health care and support services for women survivors of IPV-TBI. Using a participatory research model, we engaged 30 stakeholders in virtual meetings drawn from an IPV-TBI Knowledge to Practice Network in two virtual meetings. Stakeholders included women survivors, service providers, researchers, and decision makers across the IPV, TBI, and healthcare sectors. Data were gathered through small group breakout sessions facilitated by the research team using semistructured discussion guides. Sessions were recorded, transcribed verbatim, and analyzed using thematic analysis techniques. Stakeholders were given the opportunity to contribute to the analysis and knowledge transfer through member checking activities. Ethics approval was obtained through the University of Toronto. Stakeholders shared that COVID-19 has increased rates and severity of IPV and barriers to services and help-seeking. These effects have been exacerbated by infrastructure difficulties in rural and remote areas, including limited access to services. They noted the need to carefully consider implications of virtual care such as safety, privacy, and usability. Requests from survivors for peer support have increased significantly, indicating a need for more formalized and better-supported peer roles. Stakeholders further noted that an overwhelming lack of awareness of the intersection of IPV-TBI continues. Increasing education and awareness among health care and IPV service providers, survivors, and the public remains a priority. The COVID-19 pandemic has intensified IPV-TBI, increased challenges for women survivors, and accentuated the continued lack of IPV-TBI awareness. Key recommendations for health care and rehabilitation to address this priority are discussed.

Development of a concussion public policy on prevention, management and education for schools using expert consensus.

OBJECTIVES: Concussions are a major public health concern, and, thus, specific policies have been developed for implementation targeting vulnerable populations such as school-aged children and youth in the school setting, in whom the majority of concussions are sports related. Currently, concussion policies exist in various jurisdictions, including Canada's first concussion policy for schools, Ontario's PPM158, initiated in 2014. However, these policies are often variable in terms of content and comprehensiveness. Our objective was to develop a consensus for the content of concussion policy for schools. METHODS: Following a pilot study in one Ontario school board in 2015, which identified missing elements in existing concussion policy, we employed a modified Delphi method to develop consensus for the content of concussion public policy for schools. We used an integrated knowledge translation approach with participation from a multidisciplinary stakeholder group of 20 experts including principals, school board directors, physicians, policymakers, public health representatives and parents. RESULTS: Based on the experts, we created a list of 30 policy recommendations for concussion policy in the school setting. This comprehensive list reflects the diverse perspectives of the experts and addresses the role of parents, teachers, coaches, school administrators, referees, trainers, physicians/nurse practitioners, public health and students. CONCLUSIONS: This is the first expert consensus for content of concussion public policy for schools and can be used for policy development or enhancement in schools in other jurisdictions. We provide a comprehensive list of 30 recommendations to guide best practices for policy development and implementation to enhance school-based concussion prevention and management.

The Shadow Pandemic: A Qualitative Exploration of the Impacts of COVID-19 on Service Providers and Women Survivors of Intimate Partner Violence and Brain Injury.

BACKGROUND: Intimate partner violence (IPV) affects up to 1 in 3 women over their lifetime and has intensified during the COVID-19 pandemic. Although most injuries are to the head, face, and neck, the intersection of IPV and brain injury (BI) remains largely unrecognized. This article reports on unexplored COVID-19-related impacts on service providers and women survivors of IPV/BI. OBJECTIVES: To explore the impact of the COVID-19 pandemic on survivors and service providers. PARTICIPANTS: Purposeful sampling through the team's national Knowledge-to-Practice (K2P) network and snowball sampling were used to recruit 24 participants across 4 categories: survivors, executive directors/managers of organizations serving survivors, direct service providers, and employer/union representatives. DESIGN: This project used a qualitative, participatory approach using semistructured individual or group interviews. Interviews were conducted via videoconferencing, audio-recorded, and transcribed. Transcripts were thematically analyzed by the research team to identify themes. FINDINGS: COVID-19 has increased rates and severity of IPV and barriers to services in terms of both provision and uptake. Three main themes emerged: (1) implications for women survivors of IPV/BI; (2) implications for service delivery and service providers supporting women survivors of IPV/BI; and (3) key priorities. Increased risk, complex challenges to mental health, and the impact on employment were discussed. Adaptability and flexibility of service delivery were identified as significant issues, and increased outreach and adaptation of technology-based services were noted as key priorities. CONCLUSIONS: The COVID-19 pandemic has intensified IPV/BI, increased challenges for women survivors and service providers, and accentuated the continued lack of IPV/BI awareness. Recommendations for service delivery and uptake are discussed.

The Intersection of Intimate Partner Violence and Traumatic Brain Injury: Findings From an Emergency Summit Addressing System-Level Changes to Better Support Women Survivors.

BACKGROUND: Traumatic brain injury (TBI) occurring during intimate partner violence (IPV) is a largely unrecognized but significant public health crisis. One in 3 women will experience IPV in their lifetime, up to 75% of whom will sustain a TBI as a result. This article reports on the systems-level findings from a national summit to address barriers, needs, and priorities related to healthcare and support services for women survivors of IPV-TBI. OBJECTIVES: (1) To identify key needs, facilitators, and barriers to care for women survivors of IPV presenting with TBI; and (2) to cocreate ideas for resources and principles for identification, clinical care, and support for healthcare practitioners who treat women exposed to IPV and TBI. METHODS: Using a community-based participatory research approach, we engaged 30 stakeholders-drawn from a national IPV-TBI Knowledge-to-Practice (K2P) Network including diverse women survivors, service providers, researchers, and decision makers-in 2 half-day virtual meetings. Data were gathered through small group breakout sessions using semistructured discussion guides. Sessions were recorded, transcribed verbatim, and analyzed using thematic analysis techniques. Stakeholders contributed to the analysis and knowledge translation through member-checking activities. Ethics approval was obtained through the University of Toronto. FINDINGS: Three main systems-level themes arose during these discussions: (1) the need for trauma-informed, anti-racist, and equitable health and social care systems; (2) the need for cross-pollination of knowledge between disciplines; and (3) the need for systems-level support for integrated and coordinated care. This article explores these needs and provides recommendations and suggestions for paths forward. CONCLUSIONS: The findings of this project enhance understanding of system-level needs among women survivors and provide a template for a national agenda for IPV-TBI research and practice.

Characteristics, Outcomes, Sex and Gender Considerations of Community-Based Physical Activity Interventions after Moderate-to-Severe Traumatic Brain Injury: Scoping Review.

OBJECTIVE: This scoping review mapped the current evidence about community-based physical activity (PA) interventions for individuals with moderate-to-severe traumatic brain injury (TBI) and identified the reported health-related outcomes, measurement tools used, and considerations given to sex and gender. METHODS: Searches were conducted in six academic databases for peer-reviewed articles (MEDLINE, EMBASE, Cochrane CENTRAL, CINAHL, SPORTDiscus, and PEDro). PRISMA Scoping Review guidelines were followed. Two reviewers independently screened articles for inclusion and extracted data for the analysis with a modified Consensus on Exercise Reporting Template (CERT). Health-related outcomes were classified with domains of the International Classification of Function, Disability and Health (ICF). RESULTS: 19 studies were identified. Seven PA intervention types were included. CERT scores varied (M = 12.74, SD = 3.51 items), with limited details for replication. ICF outcomes focused on improving body functions (74%), activities and participation (14%), environmental factors (1%), and other: not covered (11%). Only four studies (21%) stratified their results by sex or gender. CONCLUSIONS: Identified PA interventions from this review revealed common characteristics that led to improved outcomes. Proposed recommendations aim to improve future research and community practice. There is a pressing need for more sex and gender considerations in PA research after moderate-to-severe TBI.

Men's gendered experiences of rehabilitation and recovery following traumatic brain injury: A reflexive thematic analysis.

Research shows that gender influences men's health-related beliefs and behaviours - including those within the context of traumatic brain injury (TBI) - making it a factor that should be considered when designing and implementing interventions for this population. To incorporate an understanding of such gendered influences in future educational materials for men with TBI, as well as their caregivers and clinicians, this qualitative study was informed by social constructionism, and aimed to explore how gender is related to men's post-TBI perceptions and behaviours in rehabilitation and recovery. Semi-structured interviews were conducted with 22 men with mild and moderate-severe TBI at the acute (≤ 3 months post-TBI) and chronic (> 3 months post-TBI) phases of injury. A reflexive thematic analysis approach was applied to interview data, guided by the concept of hegemonic masculinity as described by Connell, R.W. (2005. Masculinities [2nd ed.]. Polity). Three key themes were identified: (1) "I'm a man, I'm a rock": Undermining treatment, (2) "I'm going to face that challenge": Facilitation of recovery, and (3) "I don't feel as useful as a guy as I was before": Perceptions on return to work. These findings may be translated into gender-informed therapy strategies and materials.

Update on the epidemiology of work-related traumatic brain injury: a systematic review and meta-analysis.

BACKGROUND: Traumatic brain injury (TBI) is a public health concern that can occur in a range of contexts. Work-related TBI (wrTBI) is particularly concerning. Despite overall work-related injury claims decreasing, the proportion of claims that are wrTBI have increased, suggesting prevention and support of wrTBI requires ongoing attention. OBJECTIVES: This review aimed to provide updated information on the burden and risk factors of wrTBI among the working adult population. METHODS: Medline, Embase, PsycINFO, and Cumulative Index to Nursing and Allied Health Literature (CINAHL) were searched using a combination of TBI, work, and epidemiology text words and medical subject headings. Two reviewers independently assessed articles for inclusion. Meta-analyses were conducted to estimate prevalence and mortality of wrTBI and a narrative synthesis was conducted to provide additional context. RESULTS: Pooled proportions meta-analyses estimate that 17.9% of TBIs were work-related and 6.3% of work-related injuries resulted in TBI, with 3.6% of wrTBI resulting in death. Populations of wrTBI were predominantly male (76.2%) and were 40.4 years of age, on average. The most commonly reported industries for wrTBI were education and training, healthcare and social assistance, construction, manufacturing, and transportation. Falls, being struck by an object or person, motor vehicle collisions, and assaults were the most commonly reported mechanisms of wrTBI. CONCLUSIONS: A better understanding of the epidemiology of wrTBI can inform prevention and management strategies. This review highlights existing gaps, including a notable lack of sex or gender stratified data, to direct future investigation. PROSPERO REGISTRATION NUMBER: CRD42020169642.

Determinants of Discharge Disposition From Acute Care for Survivors of Hypoxic-Ischemic Brain Injury: Results From a Large Population-Based Cohort Data Set.

OBJECTIVE: To identify determinants of discharge disposition from acute care among survivors of hypoxic-ischemic brain injury (HIBI), stratified by sex. DESIGN: Population-based retrospective cohort study using provincial data in Ontario, Canada. The determinants were grouped into predisposing, need, and enabling factors using the Anderson Behavioral Model. SETTING: Acute care. PARTICIPANTS: Survivors of HIBI aged ≥20 years at the time of hospitalization and discharged alive from acute care between April 1, 2002, and March 31, 2017. There were 7492 patients with HIBI, of whom 28% (N=2077) survived their acute care episode. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: Discharge disposition from acute care, categorized as complex continuing care (CCC), long-term care (LTC), inpatient rehabilitation (IR), home with support, home without support, and transferred to another acute care. RESULTS: The discharge dispositions for the 2077 survivors were IR 23.4% (n=487), CCC 19.5% (n=404), LTC 6.2% (n=128), home without support 31.2% (n=647), home with support 15.1% (n=314), and other 4.6%. Multinomial multivariable logistic regression analysis using home without support as the reference category revealed that female patients were significantly more likely than male patients to be discharged to LTC/CCC. Those who were older, were frail, and had longer stay in acute care or special care unit (SCU) were more likely to be discharged to LTC/CCC. The only significant determinant for IR was longer stay in acute care. Survivors with cardiac-related injury were less likely to be discharged to LTC/CCC. Income was a significant factor for male patients but not for female patients in the sex-stratified analysis. The following variables were investigated but were not significant determinants in this study: need factors (comorbidity score, prior psychiatric disorders, health care utilization) and enabling factors (income quintile, rural area of residence). CONCLUSIONS: Predisposing (age, sex) and need factors (frailty, acute care days, SCU days, type of injury) were significant determinants of discharge disposition from acute care after HIBI. In spite of a system with universal coverage, sex differences were found, with more female patients being discharged to CCC/LTC rather than IR, controlling for age and other confounders. These findings should be considered in appropriate discharge planning from acute care for survivors of HIBI.

Understanding Traumatic Brain Injury in Females: A State-of-the-Art Summary and Future Directions.

In this report, we identify existing issues and challenges related to research on traumatic brain injury (TBI) in females and provide future directions for research. In 2017, the National Institutes of Health, in partnership with the Center for Neuroscience and Regenerative Medicine and the Defense and Veterans Brain Injury Center, hosted a workshop that focused on the unique challenges facing researchers, clinicians, patients, and other stakeholders regarding TBI in women. The goal of this "Understanding TBI in Women" workshop was to bring together researchers and clinicians to identify knowledge gaps, best practices, and target populations in research on females and/or sex differences within the field of TBI. The workshop, and the current literature, clearly highlighted that females have been underrepresented in TBI studies and clinical trials and have often been excluded (or ovariectomized) in preclinical studies. Such an absence in research on females has led to an incomplete, and perhaps inaccurate, understanding of TBI in females. The presentations and discussions centered on the existing knowledge regarding sex differences in TBI research and how these differences could be incorporated in preclinical and clinical efforts going forward. Now, a little over 2 years later, we summarize the issues and state of the science that emerged from the "Understanding TBI in Women" workshop while incorporating updates where they exist. Overall, despite some progress, there remains an abundance of research focused on males and relatively little explicitly on females.

Menopause, anti-Müllerian hormone and cognition in a cohort of women with persistent symptoms following TBI: a case for future research.

Objectives: Primary: To explore anti-Müllerian Hormone (AMH) levels in community dwelling women following TBI. Secondary: To explore the relation of AMH to menstrual cycle, cognition, distress and symptoms of menopause.Setting: Large adult TBI outpatient clinic in Toronto Canada.Research design: Prospective study of 10 women with persistent symptoms who were one or more years post TBI.Methods: Consenting participants provided a serum sample for AMH levels, and completed the Menopause Rating Scale (MRS), Symptom Checklist-90 r (SCL-90 r), Repeatable Battery for the Assessment of Neurological Status (RBANS) and a health questionnaire.Main outcomes and results: This study found lower than expected levels of AMH in 50% of participants relative to age matched norms and 50% of participants experienced new onset of menstrual changes. Also notable were findings of lower-than-expected cognitive scores in women over 35 and reports of menopause-related symptoms across all ages groups.Conclusions: As our understanding of the role of AMH grows, examining changes in this novel biomarker in the long-term post-TBI is warranted. Future research should be sufficiently powered to expand on and validate the study's findings.

Pre-injury health status and excess mortality in persons with traumatic brain injury: A decade-long historical cohort study.

An increasing number of patients are able to survive traumatic brain injuries (TBIs) with advanced resuscitation. However, the role of their pre-injury health status in mortality in the following years is not known. Here, we followed 77,088 consecutive patients (59% male) who survived the TBI event in Ontario, Canada for more than a decade, and examined the relationships between their pre-injury health status and mortality rates in excess to the expected mortality calculated using sex- and age-specific life tables. There were 5792 deaths over the studied period, 3163 (6.95%) deaths in male and 2629 (8.33%) in female patients. The average excess mortality rate over the follow-up period of 14 years was 1.81 (95% confidence interval = 1.76-1.86). Analyses of follow-up time windows showed different patterns for the average excess rate of mortality following TBI, with the greatest rates observed in year one after injury. Among identified pre-injury comorbidity factors, 33 were associated with excess mortality rates. These rates were comparable between sexes. Additional analyses in the validation dataset confirmed that these findings were unlikely a result of TBI misclassification or unmeasured confounding. Thus, detection and subsequent management of pre-injury health status should be an integral component of any strategy to reduce excess mortality in TBI patients. The complexity of pre-injury comorbidity calls for integration of multidisciplinary health services to meet TBI patients' needs and prevent adverse outcomes.

Data Mining to Understand How Health Status Preceding Traumatic Brain Injury Affects Functional Outcome: A Population-Based Sex-Stratified Study.

OBJECTIVES: To understand how health status preceding traumatic brain injury (TBI) affects relative functional gain after inpatient rehabilitation using a data mining approach. DESIGN: Population-based, sex-stratified, retrospective cohort study using health administrative data from Ontario, Canada (39% of the Canadian population). SETTING: Inpatient rehabilitation. PARTICIPANTS: Patients 14 years or older (N=5802; 63.4% male) admitted to inpatient rehabilitation within 1 year of a TBI-related acute care discharge between April 1, 2008, and March 31, 2015. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: Relative functional gain (RFG) in percentage, calculated as ([discharge FIM-admission FIM]/[126-admission FIM]×100). Health status prior to TBI was identified and internally validated using a data mining approach that categorized all International Classification of Diseases, 10th revision, codes for each patient. RESULTS: The average RFG was 52.8%±27.6% among male patients and 51.6%±27.1% among female patients. Sex-specific Bonferroni adjusted multivariable linear regressions identified 10 factors of preinjury health status related to neurology, emergency medicine, cardiology, psychiatry, geriatrics, and gastroenterology that were significantly associated with reduced RFG in FIM for male patients. Only 1 preinjury health status category, geriatrics, was significantly associated with RFG in female patients. CONCLUSIONS: Comorbid health conditions present up to 5 years preceding the TBI event were significantly associated with RFG. These findings should be considered when planning and executing interventions to maximize functional gain and to support an interdisciplinary approach. Best practices guidelines and clinical interventions for older male and female patients with TBI should be developed given the increasingly aging population with TBI.

Sex and gender differences in technology needs and preferences among informal caregivers of persons with dementia.

BACKGROUND: Dementia is a major public health concern associated with significant caregiver demands and there are technologies available to assist with caregiving. However, there is a paucity of information on caregiver needs and preferences for these technologies, particularly from a sex and gender perspective. To address this gap in research, the objectives of this study are to examine (1) the knowledge of technology, (2) perceived usefulness of technology, (3) feature preferences when installing and using technology and (4) sex and gender influences on technology needs and preferences among family caregivers of persons with dementia (PWD) across North America. METHODS: A secondary analysis was conducted on an existing cross-sectional survey with family caregivers of PWDs. Respondents were recruited through the Alzheimer Society of Canada, the Victorian Order of Nurses and Adult Day Programs and other Canadian health care provision institutes. Descriptive statistics, bivariate and multivariate analyses were used to describe the study sample, uncover differences between male and female caregivers and examine sex and gender influences on caregivers' technology needs and preferences. RESULTS: A total of 381 eligible responses were received over a nine month data collection period. The majority of respondents did not know much about and never used any technologies to assist with caregiving. "Being easy to install", "easy to learn how to use" and "cost" were identified as the most important features when purchasing and setting up technology, while "reliability" was identified as the most important feature when using technology. Most respondents were willing to pay up to $500 to acquire individual technologies. Controlling for other socio-demographic variables, female respondents were more likely to have some or more knowledge about technology for caregiving while male respondents were more willing to pay higher amounts for these technologies compared to their female counterparts. CONCLUSIONS: As one of the first studies of its kind, our findings represent a step towards the incorporation of sex and gender considerations such as cost and reliability in technology design and promotion for caregivers. Future efforts are warranted to establish an in-depth understanding of sex and gender influences in relation to other social and environmental factors.

Predictors of in-hospital mortality following hypoxic-ischemic brain injury: a population-based study.

Objective: To identify predictors of in-hospital mortality following Hypoxic-Ischemic Brain Injury (HIBI) using the Anderson Behavioral Model.Design and Setting: Population based retrospective cohort study in Ontario, Canada with data collected between 1 April 2002 and 31 March 2017.Patients: Adult patients aged 20 years and older with HIBI-related acute care admission were identified in the health administrative data. Multivariable cox proportional hazard regression models were used to identify predisposing, need and enabling factors that predict in-hospital mortality.Results: Of the 7492 patients admitted to acute care with HIBI, the in-hospital mortality rate was 71%. The predisposing factors associated with mortality were female sex (HR, 1.16; 95% CI, 1.10-1.23) and older age (65-79 vs. 20-34: HR, 1.17; 95% CI, 1.02-1.35). The need factors associated with mortality were the presence of COPD (HR, 1.10; 95% CI, 1.02-1.17), psychiatric illness (HR, 1.13; 95% CI, 1.05-1.20) injury due to cardiac illness (HR, 1.19; 95% CI, 1.12-1.26) and longer emergency department length of stay. Having spending any time in an alternate level of care and the application of tracheotomy procedures were found to reduce mortality.Conclusions: The acute/critical care centers need to consider these findings to adopt prevention strategies targeting reduced in-hospital mortality.